• DocumentCode
    2921160
  • Title

    A method for clinical and physiological event stream processing

  • Author

    Kamaleswaran, Rishikesan ; McGregor, Carolyn ; Eklund, J. Mikael

  • Author_Institution
    Univ. of Ontario Inst. of Technol., Oshawa, ON, Canada
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 4 2010
  • Firstpage
    1170
  • Lastpage
    1173
  • Abstract
    This paper proposes a methodology for the event stream processing of synchronous (physiological) and asynchronous (clinical) health data streams. The purpose is to illustrate the feasibility of Artemis, our extension of IBM´s InfoSphere Streams, to appropriately deliver notifications from an initial clinical hypothesis within the critical care environment. We demonstrate that an positive alert can be delivered that is indicative of an onset of instability in critically ill newborns. Artemis, is also tested for its potential to allow clinicians the ability to interact directly with the rule-based system to prove certain hypothesis. We begin this methodology with a model of the clinical case study, and then transform that model into Stream´s SPADE code. Subsequently, it is compiled and executed within the Streams environment to deliver notifications in real-time of the newborns health state.
  • Keywords
    medical signal processing; physiological models; Artemis; SPADE code; asynchronous health data streams; event stream processing; synchronous health data streams; Engines; Hospitals; Medical diagnostic imaging; Pediatrics; Real time systems; Unified modeling language; Canada; Database Management Systems; Decision Support Systems, Clinical; Information Storage and Retrieval; Medical Records Systems, Computerized; Monitoring, Physiologic; Unified Medical Language System;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
  • Conference_Location
    Buenos Aires
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4123-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2010.5626243
  • Filename
    5626243